Key Takeaways

  • 75% of U.S. employers use automated applicant tracking systems to screen resumes before a human reviews them (Harvard Business School & Accenture, 2021)
  • The most common ATS failures are missing keywords, incompatible formatting, and incorrect file types
  • ResumeGeni scores your resume across 8 parsing layers — modeled on the same steps enterprise ATS platforms like Workday, Greenhouse, and Taleo use to evaluate candidates

How ATS Resume Scoring Works

Applicant tracking systems parse your resume into structured data — extracting your name, contact info, work history, skills, and education — then score how well that data matches the job requirements. Many ATS rejections happen because the parser couldn't extract critical fields, not because the candidate wasn't qualified.

LayerWhat It ChecksWhy It Matters
Document extractionFile format, encoding, readabilityCorrupted or image-only PDFs fail immediately
Layout analysisTables, columns, headers, footersMulti-column layouts break field extraction
Section detectionExperience, education, skills headingsNon-standard headings cause sections to be missed
Field mappingName, email, phone, dates, titlesMissing contact info is a common cause of immediate rejection
Keyword matchingJob-specific terms, skills, certificationsKeyword overlap affects recruiter search visibility and ATS scoring
Chronology checkDate ordering, gap detectionReverse-chronological order is expected by most ATS
QuantificationMetrics, numbers, measurable outcomesQuantified achievements help human reviewers and some scoring models
Confidence scoringOverall parse quality and completenessLow-confidence parses get deprioritized in results

Frequently Asked Questions

Is ResumeGeni free?
Yes. ResumeGeni is currently in beta — ATS analysis, scoring, and initial improvement suggestions are free with no signup required. Full guidance and saved reports may require a free account.
What file formats are supported?
PDF, DOCX, DOC, TXT, RTF, ODT, and Apple Pages. PDF and DOCX are recommended for best ATS compatibility.
How is the ATS score calculated?
Your resume is processed through an 8-layer parsing pipeline that extracts structured data the same way enterprise ATS platforms do. The score reflects how completely and accurately your resume can be parsed, plus how well your content matches common ATS ranking criteria.
Can ATS read PDF resumes?
Yes, but not all PDFs are equal. Text-based PDFs parse well. Image-only PDFs (scanned documents) and PDFs with complex tables or multi-column layouts often fail ATS parsing. Our analyzer will flag these issues.
How do I improve my ATS score?
Focus on three areas: use a clean single-column format, include keywords from the job description naturally in your experience bullets, and ensure all sections (contact, experience, education, skills) use standard headings.

ATS Guides & Resources

Built by engineers with 12 years of experience building enterprise hiring technology at ZipRecruiter. Last updated .

Software Engineer

Garage · New York City

The Company You’ll Join

At Garage, we’re on a mission to ensure the vehicles—like firetrucks—and equipment that keep communities safe reach the people who need them faster, smarter, and more efficiently. By turning months of manual processes into minutes with our AI-powered marketplace, we help protect communities, save taxpayer dollars, and strengthen the industries that keep America running.

We've raised $18M to date, and are backed by Y Combinator, Initialized Capital, Infinity Ventures, FJ Labs, and other leading investors.

About the role

You’ll join a small team working directly with the founders on a platform with real-world impact. We obsess over user experience and ship products end-to-end. As a software engineer, you’ll have the opportunity to make a direct, meaningful impact, shaping product strategy and building systems that move real equipment and vehicles across the country.

What you’ll do

  • Build and own core systems across our marketplace and transaction stack

  • Automate complex workflows spanning payments, logistics, compliance, and financing

  • Design APIs, data models, and services that move real assets at scale

  • Work closely with product and operations to ship quickly and reliably

About You

You have 2+ years of full-time software engineering experience. Strong programming skills, especially in TypeScript. You have strong product and systems thinking with a bias toward simple, reliable solutions. You are excitement about building software with real-world impact.

What we offer

  • Competitive salary and stock options

  • Comprehensive health, dental, and vision insurance for you and all your dependents

  • Enjoy daily catered lunches at our New York City office

  • Unlimited paid time off every year

  • $100 / month wellness stipend

  • Bi-annual team offsite

  • Opportunity to modernize one of the largest, most outdated marketplaces